The street artist, known only as "Echo," felt a cold shiver run down their spine. They were working on a new mural, a vibrant explosion of color and emotion, when a teenager approached them, showing off their arm. The arm bore a perfect replica of their last piece, the one on the abandoned building's wall. Echo felt a strange hollowness, a sense of having their identity stripped away.

The teenager was excitedly chattering about the tattoo artist, the compliments, and how cool it looked. Echo could only offer a strained smile and a forced congratulations. They watched the teenager go, and felt a profound sadness. Each brushstroke, each hidden message, no longer unique to them. They felt exposed, vulnerable.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203